# '''
# Created on 2017年3月27日
# 
# @author: Administrator
# '''
# 2
# 3
# 4
# 5
# 6
# 7
# 8
# import pandas as pd
#  
# # Reading data locally
# df = pd.read_csv('/Users/al-ahmadgaidasaad/Documents/d.csv')
#  
# # Reading data from web
# data_url = "https://raw.githubusercontent.com/alstat/Analysis-with-Programming/master/2014/Python/Numerical-Descriptions-of-the-Data/data.csv"
# df = pd.read_csv(data_url)